Proof of Usefulness Report

Frigade

Analysis completed on 1/22/2026

+223
Proof of Usefulness Score
Gaining Momentum

Frigade is a verifiable Y Combinator-backed (Winter 2023) startup offering a developer-first platform for product onboarding (React SDKs, API). While the external reality of the project is strong—solving a clear B2B pain point with backing from General Catalyst and growing traction among engineering teams (e.g., Orb, Merge)—the submission itself was of extremely low quality. The submitter provided inaccurate data (claiming 'consumer-goods' and 'leadership' technologies), false reach claims ('everyone'), and hyperbolic traction statements ('most people have used my product'). The score reflects the high utility and verifiable potential of the actual business, heavily penalized by the poor response quality and lack of substantiated evidence in the submission.

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Score Breakdown

Real World Utility1.0)
Audience Reach Impact1.0)
Technical Innovation0.6)
Evidence Of Traction1.0)
Market Timing Relevance0.4)
Functional Completeness0.2)
Subtotal+235
Usefulness Multiplierx0.95
Final Score+223

Project Details

Project URL
Description
Frigadeis in the Product Management Tools Industry

Algorithm Insights

Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline